Estimation of Velocities in an Urban Segment through CTM model

Rrecaj Arlinda, Alimehaj Vlera, Lokaj Drita
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Abstract

Abstract-Because of its close relationship to density and flow, velocity play a key role in prediction of traffic parameters with the purpose of use in real-time traffic control. In this paper is proposed a procedure of estimation of velocities through a macroscopic model that originates from LWR (Lighthill-Whitham-Richards) model called Cell Transmission Model. Beside the possibility to update the densities of cells through time step, the CTM model enables the estimation of evolution of the velocities thanks to some known models that describe these relationships. A case study in an urban segment is treated in order to estimate velocities. Validation of these velocity values is done by comparing the inter cell flows from CTM (Cell Transmission Models) model and flows as function of updates velocities. Keywords –Cell, density, inter cell flow, outflow, velocity, model hypothesis
基于CTM模型的城市段速度估计
摘要:由于速度与密度和流量的密切关系,速度在预测交通参数、实现实时交通控制方面起着关键作用。本文提出了一种基于LWR (Lighthill-Whitham-Richards)模型的宏观模型——细胞传输模型的速度估计方法。除了可以通过时间步长更新细胞的密度外,CTM模型还可以通过一些描述这些关系的已知模型来估计速度的演变。为了估计速度,对一个城市段的案例研究进行了处理。通过比较CTM(细胞传输模型)模型的细胞间流和更新速度的函数流来验证这些速度值。关键词:细胞,密度,细胞间流动,流出,速度,模型假设
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